Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-04 1.163380 1.419435 1.749161 2.218827 2.896012 3.882834 5.531409
2025-05-11 0.806278 1.071549 1.463209 2.127284 3.336816 5.762614 12.368787
2025-05-18 0.650448 0.915248 1.345299 2.177920 4.031655 9.193986 37.470155
2025-05-25 0.562353 0.826721 1.289739 2.293177 4.994737 15.960679 262.362766
2025-06-01 0.488804 0.740261 1.204393 2.297128 5.727013 25.959571 NaN
2025-06-08 0.426123 0.658141 1.101791 2.208713 6.109416 38.542393 NaN
2025-06-15 0.392989 0.621984 1.079849 2.312652 7.431130 87.528171 NaN
2025-06-22 0.359462 0.578812 1.031644 2.321929 8.436603 207.975986 NaN
2025-06-29 0.327240 0.533096 0.967456 2.255264 8.992493 510.320727 NaN
2025-07-06 0.301640 0.496848 0.917437 2.213836 9.725932 2523.732544 NaN
2025-07-13 0.291980 0.491009 0.937207 2.421574 13.129244 NaN NaN
2025-07-20 0.279043 0.476507 0.932603 2.542937 16.607285 NaN NaN
2025-07-27 0.261810 0.451314 0.897205 2.532438 18.851608 NaN NaN
2025-08-03 0.243116 0.421109 0.843916 2.425506 19.414893 NaN NaN
2025-08-10 0.232144 0.406512 0.829786 2.487690 23.880245 NaN NaN
2025-08-17 0.224467 0.398246 0.831335 2.627993 32.628008 NaN NaN
2025-08-24 0.213763 0.382033 0.807650 2.632855 38.644707 NaN NaN
2025-08-31 0.201282 0.360672 0.765985 2.525310 39.563690 NaN NaN
2025-09-07 0.195536 0.354199 0.766739 2.651793 56.373038 NaN NaN
2025-09-14 0.187653 0.342029 0.748575 2.663108 69.521334 NaN NaN
2025-09-21 0.178528 0.326224 0.717231 2.581895 73.945698 NaN NaN
2025-09-28 0.170751 0.313048 0.692365 2.531535 82.522828 NaN NaN
2025-10-05 0.169129 0.314332 0.712615 2.784900 177.701967 NaN NaN